Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 114 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 6 |
| Duplicate rows (%) | 5.3% |
| Total size in memory | 14.4 KiB |
| Average record size in memory | 129.1 B |
Variable types
| Numeric | 16 |
|---|
| Dataset has 6 (5.3%) duplicate rows | Duplicates |
Reproduction
| Analysis started | 2021-05-03 01:34:54.616693 |
|---|---|
| Analysis finished | 2021-05-03 01:35:42.398531 |
| Duration | 47.78 seconds |
| Software version | pandas-profiling v2.11.0 |
| Download configuration | config.yaml |
SI_1
Real number (ℝ≥0)
| Distinct | 7 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.736842105 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.918944361 |
|---|---|
| Coefficient of variation (CV) | 0.4051104763 |
| Kurtosis | -0.681637431 |
| Mean | 4.736842105 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.5422972309 |
| Sum | 540 |
| Variance | 3.682347462 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 28 | |
| 4 | 22 | |
| 5 | 21 | |
| 6 | 17 | |
| 1 | 12 | |
| 3 | 9 | 7.9% |
| 2 | 5 | 4.4% |
| Value | Count | Frequency (%) |
| 1 | 12 | |
| 2 | 5 | 4.4% |
| 3 | 9 | 7.9% |
| 4 | 22 | |
| 5 | 21 | |
| 6 | 17 | |
| 7 | 28 |
| Value | Count | Frequency (%) |
| 7 | 28 | |
| 6 | 17 | |
| 5 | 21 | |
| 4 | 22 | |
| 3 | 9 | 7.9% |
| 2 | 5 | 4.4% |
| 1 | 12 |
SI_2
Real number (ℝ≥0)
| Distinct | 7 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.026315789 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.700913478 |
|---|---|
| Coefficient of variation (CV) | 0.3384016344 |
| Kurtosis | -0.7650009428 |
| Mean | 5.026315789 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | -0.4151710338 |
| Sum | 573 |
| Variance | 2.89310666 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 34 | |
| 5 | 24 | |
| 4 | 20 | |
| 3 | 14 | |
| 6 | 13 | 11.4% |
| 2 | 6 | 5.3% |
| 1 | 3 | 2.6% |
| Value | Count | Frequency (%) |
| 1 | 3 | 2.6% |
| 2 | 6 | 5.3% |
| 3 | 14 | |
| 4 | 20 | |
| 5 | 24 | |
| 6 | 13 | 11.4% |
| 7 | 34 |
| Value | Count | Frequency (%) |
| 7 | 34 | |
| 6 | 13 | 11.4% |
| 5 | 24 | |
| 4 | 20 | |
| 3 | 14 | |
| 2 | 6 | 5.3% |
| 1 | 3 | 2.6% |
SI_3
Real number (ℝ≥0)
| Distinct | 7 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.078947368 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.829670587 |
|---|---|
| Coefficient of variation (CV) | 0.3602460223 |
| Kurtosis | -0.3160360933 |
| Mean | 5.078947368 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | -0.7450725156 |
| Sum | 579 |
| Variance | 3.347694457 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 35 | |
| 6 | 20 | |
| 5 | 19 | |
| 4 | 18 | |
| 3 | 12 | 10.5% |
| 1 | 9 | 7.9% |
| 2 | 1 | 0.9% |
| Value | Count | Frequency (%) |
| 1 | 9 | 7.9% |
| 2 | 1 | 0.9% |
| 3 | 12 | 10.5% |
| 4 | 18 | |
| 5 | 19 | |
| 6 | 20 | |
| 7 | 35 |
| Value | Count | Frequency (%) |
| 7 | 35 | |
| 6 | 20 | |
| 5 | 19 | |
| 4 | 18 | |
| 3 | 12 | 10.5% |
| 2 | 1 | 0.9% |
| 1 | 9 | 7.9% |
PEB_1
Real number (ℝ≥0)
| Distinct | 6 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.201754386 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 6 |
| median | 7 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.145826012 |
|---|---|
| Coefficient of variation (CV) | 0.1847583668 |
| Kurtosis | 3.428308691 |
| Mean | 6.201754386 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.734802658 |
| Sum | 707 |
| Variance | 1.312917249 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 63 | |
| 6 | 28 | |
| 5 | 11 | 9.6% |
| 4 | 9 | 7.9% |
| 3 | 2 | 1.8% |
| 1 | 1 | 0.9% |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.9% |
| 3 | 2 | 1.8% |
| 4 | 9 | 7.9% |
| 5 | 11 | 9.6% |
| 6 | 28 | |
| 7 | 63 |
| Value | Count | Frequency (%) |
| 7 | 63 | |
| 6 | 28 | |
| 5 | 11 | 9.6% |
| 4 | 9 | 7.9% |
| 3 | 2 | 1.8% |
| 1 | 1 | 0.9% |
PEB_2
Real number (ℝ≥0)
| Distinct | 7 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.51754386 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.371211312 |
|---|---|
| Coefficient of variation (CV) | 0.2485184254 |
| Kurtosis | 0.7958243268 |
| Mean | 5.51754386 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.8967931752 |
| Sum | 629 |
| Variance | 1.880220463 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 34 | |
| 6 | 30 | |
| 4 | 23 | |
| 5 | 22 | |
| 2 | 2 | 1.8% |
| 1 | 2 | 1.8% |
| 3 | 1 | 0.9% |
| Value | Count | Frequency (%) |
| 1 | 2 | 1.8% |
| 2 | 2 | 1.8% |
| 3 | 1 | 0.9% |
| 4 | 23 | |
| 5 | 22 | |
| 6 | 30 | |
| 7 | 34 |
| Value | Count | Frequency (%) |
| 7 | 34 | |
| 6 | 30 | |
| 5 | 22 | |
| 4 | 23 | |
| 3 | 1 | 0.9% |
| 2 | 2 | 1.8% |
| 1 | 2 | 1.8% |
PEB_3
Real number (ℝ≥0)
| Distinct | 7 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.526315789 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3.25 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 2.75 |
Descriptive statistics
| Standard deviation | 1.552676971 |
|---|---|
| Coefficient of variation (CV) | 0.3430332842 |
| Kurtosis | -0.6040647793 |
| Mean | 4.526315789 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.338720305 |
| Sum | 516 |
| Variance | 2.410805776 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 32 | |
| 6 | 21 | |
| 4 | 21 | |
| 3 | 14 | |
| 2 | 12 | 10.5% |
| 7 | 11 | 9.6% |
| 1 | 3 | 2.6% |
| Value | Count | Frequency (%) |
| 1 | 3 | 2.6% |
| 2 | 12 | 10.5% |
| 3 | 14 | |
| 4 | 21 | |
| 5 | 32 | |
| 6 | 21 | |
| 7 | 11 | 9.6% |
| Value | Count | Frequency (%) |
| 7 | 11 | 9.6% |
| 6 | 21 | |
| 5 | 32 | |
| 4 | 21 | |
| 3 | 14 | |
| 2 | 12 | 10.5% |
| 1 | 3 | 2.6% |
PEB_4
Real number (ℝ≥0)
| Distinct | 7 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.833333333 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.356183261 |
|---|---|
| Coefficient of variation (CV) | 0.2324885591 |
| Kurtosis | 1.976087233 |
| Mean | 5.833333333 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.424824613 |
| Sum | 665 |
| Variance | 1.839233038 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 45 | |
| 6 | 36 | |
| 5 | 15 | 13.2% |
| 4 | 10 | 8.8% |
| 3 | 5 | 4.4% |
| 1 | 2 | 1.8% |
| 2 | 1 | 0.9% |
| Value | Count | Frequency (%) |
| 1 | 2 | 1.8% |
| 2 | 1 | 0.9% |
| 3 | 5 | 4.4% |
| 4 | 10 | 8.8% |
| 5 | 15 | 13.2% |
| 6 | 36 | |
| 7 | 45 |
| Value | Count | Frequency (%) |
| 7 | 45 | |
| 6 | 36 | |
| 5 | 15 | 13.2% |
| 4 | 10 | 8.8% |
| 3 | 5 | 4.4% |
| 2 | 1 | 0.9% |
| 1 | 2 | 1.8% |
PEB_5
Real number (ℝ≥0)
| Distinct | 7 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.035087719 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.650582223 |
|---|---|
| Coefficient of variation (CV) | 0.3278159815 |
| Kurtosis | -0.6440010142 |
| Mean | 5.035087719 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.5256289397 |
| Sum | 574 |
| Variance | 2.724421674 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 27 | |
| 6 | 26 | |
| 5 | 20 | |
| 4 | 17 | |
| 3 | 16 | |
| 2 | 5 | 4.4% |
| 1 | 3 | 2.6% |
| Value | Count | Frequency (%) |
| 1 | 3 | 2.6% |
| 2 | 5 | 4.4% |
| 3 | 16 | |
| 4 | 17 | |
| 5 | 20 | |
| 6 | 26 | |
| 7 | 27 |
| Value | Count | Frequency (%) |
| 7 | 27 | |
| 6 | 26 | |
| 5 | 20 | |
| 4 | 17 | |
| 3 | 16 | |
| 2 | 5 | 4.4% |
| 1 | 3 | 2.6% |
SoIn_1
Real number (ℝ≥0)
| Distinct | 7 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.728070175 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.974550863 |
|---|---|
| Coefficient of variation (CV) | 0.4176230025 |
| Kurtosis | -0.9511002935 |
| Mean | 4.728070175 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.4765546009 |
| Sum | 539 |
| Variance | 3.89885111 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 30 | |
| 5 | 20 | |
| 6 | 17 | |
| 4 | 17 | |
| 2 | 11 | 9.6% |
| 1 | 10 | 8.8% |
| 3 | 9 | 7.9% |
| Value | Count | Frequency (%) |
| 1 | 10 | 8.8% |
| 2 | 11 | 9.6% |
| 3 | 9 | 7.9% |
| 4 | 17 | |
| 5 | 20 | |
| 6 | 17 | |
| 7 | 30 |
| Value | Count | Frequency (%) |
| 7 | 30 | |
| 6 | 17 | |
| 5 | 20 | |
| 4 | 17 | |
| 3 | 9 | 7.9% |
| 2 | 11 | 9.6% |
| 1 | 10 | 8.8% |
SoIn_2
Real number (ℝ≥0)
| Distinct | 7 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.096491228 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.601820304 |
|---|---|
| Coefficient of variation (CV) | 0.3142986484 |
| Kurtosis | 0.1461860929 |
| Mean | 5.096491228 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.7386490647 |
| Sum | 581 |
| Variance | 2.565828288 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 27 | |
| 5 | 26 | |
| 4 | 24 | |
| 6 | 23 | |
| 3 | 5 | 4.4% |
| 1 | 5 | 4.4% |
| 2 | 4 | 3.5% |
| Value | Count | Frequency (%) |
| 1 | 5 | 4.4% |
| 2 | 4 | 3.5% |
| 3 | 5 | 4.4% |
| 4 | 24 | |
| 5 | 26 | |
| 6 | 23 | |
| 7 | 27 |
| Value | Count | Frequency (%) |
| 7 | 27 | |
| 6 | 23 | |
| 5 | 26 | |
| 4 | 24 | |
| 3 | 5 | 4.4% |
| 2 | 4 | 3.5% |
| 1 | 5 | 4.4% |
SoIn_3
Real number (ℝ≥0)
| Distinct | 7 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.070175439 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.06838528 |
|---|---|
| Coefficient of variation (CV) | 0.5081808663 |
| Kurtosis | -1.160653618 |
| Mean | 4.070175439 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.07717464013 |
| Sum | 464 |
| Variance | 4.278217668 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 29 | |
| 7 | 21 | |
| 1 | 21 | |
| 6 | 12 | |
| 5 | 12 | |
| 3 | 10 | 8.8% |
| 2 | 9 | 7.9% |
| Value | Count | Frequency (%) |
| 1 | 21 | |
| 2 | 9 | 7.9% |
| 3 | 10 | 8.8% |
| 4 | 29 | |
| 5 | 12 | |
| 6 | 12 | |
| 7 | 21 |
| Value | Count | Frequency (%) |
| 7 | 21 | |
| 6 | 12 | |
| 5 | 12 | |
| 4 | 29 | |
| 3 | 10 | 8.8% |
| 2 | 9 | 7.9% |
| 1 | 21 |
SoIn_4
Real number (ℝ≥0)
| Distinct | 7 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.51754386 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.924377643 |
|---|---|
| Coefficient of variation (CV) | 0.4259787404 |
| Kurtosis | -0.9485080188 |
| Mean | 4.51754386 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.3040169889 |
| Sum | 515 |
| Variance | 3.703229312 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 25 | |
| 4 | 22 | |
| 5 | 20 | |
| 6 | 14 | |
| 3 | 13 | |
| 1 | 11 | |
| 2 | 9 | 7.9% |
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 2 | 9 | 7.9% |
| 3 | 13 | |
| 4 | 22 | |
| 5 | 20 | |
| 6 | 14 | |
| 7 | 25 |
| Value | Count | Frequency (%) |
| 7 | 25 | |
| 6 | 14 | |
| 5 | 20 | |
| 4 | 22 | |
| 3 | 13 | |
| 2 | 9 | 7.9% |
| 1 | 11 |
SoIn_5
Real number (ℝ≥0)
| Distinct | 7 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.728070175 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3.25 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 2.75 |
Descriptive statistics
| Standard deviation | 1.830349296 |
|---|---|
| Coefficient of variation (CV) | 0.3871239697 |
| Kurtosis | -0.7527146363 |
| Mean | 4.728070175 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.4346237233 |
| Sum | 539 |
| Variance | 3.350178544 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 26 | |
| 5 | 23 | |
| 4 | 19 | |
| 6 | 17 | |
| 3 | 14 | |
| 1 | 8 | 7.0% |
| 2 | 7 | 6.1% |
| Value | Count | Frequency (%) |
| 1 | 8 | 7.0% |
| 2 | 7 | 6.1% |
| 3 | 14 | |
| 4 | 19 | |
| 5 | 23 | |
| 6 | 17 | |
| 7 | 26 |
| Value | Count | Frequency (%) |
| 7 | 26 | |
| 6 | 17 | |
| 5 | 23 | |
| 4 | 19 | |
| 3 | 14 | |
| 2 | 7 | 6.1% |
| 1 | 8 | 7.0% |
CA_1
Real number (ℝ≥0)
| Distinct | 7 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.01754386 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3.65 |
| Q1 | 5 |
| median | 6.5 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.316891326 |
|---|---|
| Coefficient of variation (CV) | 0.2188419987 |
| Kurtosis | 3.016947664 |
| Mean | 6.01754386 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -1.665691721 |
| Sum | 686 |
| Variance | 1.734202764 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 57 | |
| 6 | 26 | |
| 5 | 18 | 15.8% |
| 4 | 7 | 6.1% |
| 3 | 3 | 2.6% |
| 1 | 2 | 1.8% |
| 2 | 1 | 0.9% |
| Value | Count | Frequency (%) |
| 1 | 2 | 1.8% |
| 2 | 1 | 0.9% |
| 3 | 3 | 2.6% |
| 4 | 7 | 6.1% |
| 5 | 18 | 15.8% |
| 6 | 26 | |
| 7 | 57 |
| Value | Count | Frequency (%) |
| 7 | 57 | |
| 6 | 26 | |
| 5 | 18 | 15.8% |
| 4 | 7 | 6.1% |
| 3 | 3 | 2.6% |
| 2 | 1 | 0.9% |
| 1 | 2 | 1.8% |
CA_2
Real number (ℝ≥0)
| Distinct | 7 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.640350877 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.494101636 |
|---|---|
| Coefficient of variation (CV) | 0.2648951579 |
| Kurtosis | 0.9988147182 |
| Mean | 5.640350877 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.176206542 |
| Sum | 643 |
| Variance | 2.232339699 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 43 | |
| 6 | 28 | |
| 5 | 21 | |
| 4 | 10 | 8.8% |
| 3 | 8 | 7.0% |
| 1 | 3 | 2.6% |
| 2 | 1 | 0.9% |
| Value | Count | Frequency (%) |
| 1 | 3 | 2.6% |
| 2 | 1 | 0.9% |
| 3 | 8 | 7.0% |
| 4 | 10 | 8.8% |
| 5 | 21 | |
| 6 | 28 | |
| 7 | 43 |
| Value | Count | Frequency (%) |
| 7 | 43 | |
| 6 | 28 | |
| 5 | 21 | |
| 4 | 10 | 8.8% |
| 3 | 8 | 7.0% |
| 2 | 1 | 0.9% |
| 1 | 3 | 2.6% |
CA_3
Real number (ℝ≥0)
| Distinct | 6 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.00877193 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3.65 |
| Q1 | 6 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.251516701 |
|---|---|
| Coefficient of variation (CV) | 0.2082816116 |
| Kurtosis | 3.57599602 |
| Mean | 6.00877193 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.726198675 |
| Sum | 685 |
| Variance | 1.566294054 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 51 | |
| 6 | 35 | |
| 5 | 16 | 14.0% |
| 4 | 6 | 5.3% |
| 3 | 4 | 3.5% |
| 1 | 2 | 1.8% |
| Value | Count | Frequency (%) |
| 1 | 2 | 1.8% |
| 3 | 4 | 3.5% |
| 4 | 6 | 5.3% |
| 5 | 16 | 14.0% |
| 6 | 35 | |
| 7 | 51 |
| Value | Count | Frequency (%) |
| 7 | 51 | |
| 6 | 35 | |
| 5 | 16 | 14.0% |
| 4 | 6 | 5.3% |
| 3 | 4 | 3.5% |
| 1 | 2 | 1.8% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| SI_1 | SI_2 | SI_3 | PEB_1 | PEB_2 | PEB_3 | PEB_4 | PEB_5 | SoIn_1 | SoIn_2 | SoIn_3 | SoIn_4 | SoIn_5 | CA_1 | CA_2 | CA_3 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 4 | 4 | 5 | 7 | 7 | 5 | 6 | 7 | 4 | 6 | 4 | 4 | 5 | 7 | 7 | 7 |
| 1 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 |
| 2 | 3 | 5 | 4 | 6 | 4 | 3 | 6 | 5 | 4 | 4 | 2 | 4 | 4 | 5 | 4 | 6 |
| 3 | 1 | 2 | 2 | 4 | 4 | 4 | 4 | 3 | 2 | 2 | 2 | 2 | 4 | 7 | 2 | 5 |
| 4 | 3 | 7 | 7 | 7 | 4 | 2 | 4 | 6 | 1 | 1 | 1 | 5 | 4 | 4 | 7 | 5 |
| 5 | 5 | 6 | 5 | 7 | 6 | 5 | 7 | 4 | 6 | 5 | 3 | 6 | 6 | 5 | 5 | 5 |
| 6 | 5 | 5 | 6 | 7 | 7 | 5 | 5 | 6 | 2 | 1 | 4 | 5 | 5 | 7 | 7 | 7 |
| 7 | 7 | 4 | 7 | 7 | 7 | 4 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 |
| 8 | 3 | 1 | 3 | 6 | 6 | 5 | 7 | 6 | 7 | 5 | 4 | 3 | 3 | 6 | 6 | 6 |
| 9 | 1 | 5 | 1 | 7 | 1 | 2 | 7 | 5 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 3 |
Last rows
| SI_1 | SI_2 | SI_3 | PEB_1 | PEB_2 | PEB_3 | PEB_4 | PEB_5 | SoIn_1 | SoIn_2 | SoIn_3 | SoIn_4 | SoIn_5 | CA_1 | CA_2 | CA_3 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 104 | 4 | 7 | 6 | 7 | 7 | 5 | 7 | 7 | 5 | 7 | 4 | 7 | 7 | 7 | 7 | 7 |
| 105 | 4 | 7 | 3 | 4 | 5 | 5 | 6 | 2 | 6 | 4 | 3 | 5 | 5 | 5 | 6 | 4 |
| 106 | 5 | 2 | 4 | 4 | 5 | 3 | 7 | 3 | 4 | 4 | 4 | 2 | 2 | 6 | 6 | 6 |
| 107 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 |
| 108 | 5 | 5 | 6 | 6 | 5 | 5 | 4 | 5 | 6 | 5 | 4 | 6 | 5 | 7 | 5 | 5 |
| 109 | 1 | 7 | 3 | 7 | 7 | 6 | 7 | 4 | 1 | 5 | 4 | 4 | 4 | 7 | 6 | 6 |
| 110 | 7 | 5 | 7 | 7 | 6 | 6 | 7 | 4 | 7 | 4 | 5 | 6 | 6 | 7 | 5 | 7 |
| 111 | 1 | 5 | 1 | 4 | 6 | 4 | 4 | 2 | 1 | 7 | 1 | 1 | 4 | 7 | 7 | 7 |
| 112 | 4 | 6 | 4 | 6 | 6 | 6 | 6 | 4 | 5 | 5 | 5 | 6 | 6 | 5 | 6 | 6 |
| 113 | 2 | 2 | 5 | 5 | 4 | 4 | 6 | 6 | 4 | 6 | 4 | 5 | 4 | 6 | 6 | 6 |
Most frequent
| SI_1 | SI_2 | SI_3 | PEB_1 | PEB_2 | PEB_3 | PEB_4 | PEB_5 | SoIn_1 | SoIn_2 | SoIn_3 | SoIn_4 | SoIn_5 | CA_1 | CA_2 | CA_3 | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 4 |
| 0 | 4 | 5 | 6 | 7 | 2 | 2 | 6 | 6 | 2 | 4 | 1 | 2 | 1 | 7 | 5 | 7 | 2 |
| 1 | 5 | 5 | 3 | 6 | 5 | 4 | 6 | 3 | 5 | 5 | 4 | 5 | 6 | 5 | 5 | 6 | 2 |
| 2 | 7 | 7 | 7 | 7 | 4 | 4 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 3 | 4 | 2 |